Neuron Class Reference

#include <Neuron.h>

Public Types
enum	ActivationFunctions { LINEAR =0, SIGMOID, BIPOLAR_SIGMOID, NUMBER_OF_ACTIVATION_FUNCTIONS }

Public Member Functions
bool	init (const UINT numInputs, const UINT actvationFunction)
void	clear ()
Float	fire (const VectorFloat &x)
Float	getDerivative (const Float &y)

Static Public Member Functions
static bool	validateActivationFunction (const UINT actvationFunction)

Public Attributes
Float	gamma
Float	bias
Float	previousBiasUpdate
VectorFloat	weights
VectorFloat	previousUpdate
UINT	numInputs
UINT	activationFunction

Detailed Description

GRT MIT License Copyright (c) <2012> <Nicholas Gillian, Media Lab, MIT>

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Definition at line 38 of file Neuron.h.

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The documentation for this class was generated from the following files:

• Neuron.h
• Neuron.cpp